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Mar 27
🧵Madhu Kishwar’s Pakistani 🇵🇰 connection and her possible Kejriwal link.

The real truth behind her vicious 2026 attacks on PM @narendramodi, calling him “Satanic ruler”, “CIA plant” & “predator”.

Once his strongest non-BJP defender, now spreading fake scandals. Explosive timeline thread.
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Pakistani Connection
Madhu Kishwar (born 1951 in Delhi) comes from a Partition refugee family. Father’s side from Lahore, Mother’s from Peshawar & Rawalpindi districts. Her maternal family was in Srinagar during the 1947 tribal invasion and airlifted to a Delhi refugee camp.

She often speaks of this painful history. But critics are now questioning with such roots, why give platforms to anti-India separatists?
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Yasin Malik Connection
She organized multi-party Kashmir dialogues (Teen Murti House, 2010s) inviting Yasin Malik (JKLF), Geelani and separatists alongside RSS/BJP figures.
Photos with Yasin Malik exist. She calls it neutral facilitation, but critics say it legitimized forces wanting to break India.
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Read 9 tweets
Mar 27
The Iran war put Gulf air defense stockpiles under pressure they weren't built to absorb alone. A thread on what the numbers show, and why the US role went far beyond supplementing regional defense. A 🧵
2/ I modeled Gulf state's pre-war Patriot, THAAD, and country-specific upper-tier interceptor stocks against confirmed ballistic missile attacks. Not every missile required an intercept; UAE MoD daily reporting showed roughly 7% fell in the sea. Used that rate throughout.
3/ Standard doctrine fires 2-3 interceptors per incoming ballistic missile. At a mid-range rate of 2.5 shots per missile, total Gulf demand was ~2,800 rounds against a combined BM-capable stock of ~2,400. A deficit of roughly 400.
Read 10 tweets
Mar 27
Is it possible to own too many of these Xircom Pocket Ethernet III Adapters? These are great for getting PCs and PC compatible computers online that have a printer port but don't have an expansion bus. I'll give it a quick test on the Compaq Presario all in one. 🧵 time! Image
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Here we are, connected up using a "phantom" power cable that connects to a PS/2 port. You can also use a wall adapter. And I also plugged in Ethernet with an RJ45 cable. Here we go! Image
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I have a boot disk ready to go that will get us on the network using Microsoft LAN Manager. Hey, look, Compaq parallel port detected 😂 Image
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Read 4 tweets
Mar 27
🧵🚨 MAJOR BREAKING: A $15+ MILLION DOE contractor and NoKings protest organizer with active nuclear security contracts is on camera recommending a color revolution "how-to" 🚨🚨

His name is Steven A. Cash. Former CIA officer (Balkans, Clinton era). Under Biden: Senior Advisor to the Undersecretary at DHS Intelligence & Analysis.

The day after Trump's 2016 election, Cash co-founded "The Steady State" — a network of more than 340 former intelligence community officials who decided Trump was an "existential threat".

When Biden won, the threat was gone. Cash went into Biden's DHS. His own words: "we disappeared."

Then Trump won again. "Suddenly the existential threat was back." The Steady State reactivated and is now a planning partner with NoKings. In the clip below, their meeting recommends "Bringing Down a Dictator" — the Otpor documentary about toppling Milošević — as "a how-to."

Meanwhile, Cash's company Deck Prism LLC holds $15+ million in Department of Energy contracts. Almost every one: sole-source or non-competed. One is for the National Nuclear Security Administration — our nuclear weapons program — justified because "disclosure would compromise national security."

His FEC records: 20+ donations over 20 years. 100% Democratic. Zero Republican. Including $1,001 to Kamala Harris on August 4, 2024, while his NNSA nuclear contract was active.

I have the USAspending receipts, the FEC filings, and him on camera twice.

As always, patience as I pull together the thread. 👇
Before proceeding with this thread, please follow @listen_2learn , who tried to expose Cash earlier. Thanks to my new co-visiting fellow with @ItsYourGov , @JeffClarkUS , for help in researching.
@listen_2learn @ItsYourGov @JeffClarkUS Cash in his own words. Listen carefully.

"Pretty much the day after the election of Donald Trump."

"It really wasn't a political thing."

"Joe Biden wins. Existential threat gone." ... "We basically disappeared."

Then he went into Biden's DHS.
Read 18 tweets
Mar 27
I've lost count of how many females have saddled up alongside of me to take my online life and spin it. No more. I have an acct as X allows specifically buisness, for health. Only colleagues and science folk are there. No more creeping my social life. Image
I suggest you ladies go to school, learn to support yourself without a man. Get your mental health issues taken care of, and any addictions, then you can stop looking for Sugar daddies, and pestering them and backstabbing strong independent women. Losers. 2
Thank you to unnamed friend for cautioning me over and over, and another for pointing out some patterns. My postings, friendships, etc are MY CHOICE. 3
Read 4 tweets
Mar 27
In Soviet Utah, only the elite and corporations make the redistricting lines. Not the elected legislation.
#utpol #utleg

Thread starts here....👇👇👇

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/2 The Prop 4 commission produced 3 legitimate maps after hundreds of hours of public testimony. Judge Gibson trashed every single one and handed Utah a map drawn by MWEG's lawyers.
/3 Better Boundaries co-chair Blake Moore telegraphed the plan ON CAMERA before the commission even finished: if they didn't get the map they wanted, they'd sue. The courtroom was always the point.
Read 6 tweets
Mar 27
Master thread on the 2015-2022 closure of the Internet, the process by which every major Internet platform went from broadly open with a few basic guidelines to strict narrative enforcement, often with the collaboration of govts and outsourcing moderation power to NGOs.
YouTube was the most important platform for reaching The Youth and also uniquely compatible with monetization, allowing independent political/intellectual entrepreneurs to make a career. Closed 2015-2019.
Reddit was known for its "anything goes" speech policy in 2015, and was the hub for text-based debate between normal people on opposing sides of issues. Turned into a leftist echo-chamber to spite r/TheDonald.
Read 22 tweets
Mar 26
I’ve found myself explaining LLMs to more and more friends and family.

One component I’ve been covering a lot lately is model weights.

If you aren’t totally clear on what these are, here’s a simple(ish) overview - no calculus knowledge required.

A “what the heck are model weights” 🧵
First - what is a weight.

I like analogies so what I usually tell people is - imagine you’re trying to predict the chance that you are going to get to the airport on time.

We’ve all been in this situation.

There’s some key inputs you’d use to understand you’ll make it to the airport on time - things like how much traffic there is, how early you left your house, distance from the airport.

Now, instead of asking - what’s the most likely to happen, you assign a strength or influence to each.

So traffic, yeah that sucks, and it can really influence if you make it on time, same with leaving early. Distance from the airport might be more of a medium influence, etc.

Now for the magical mathematical part where I’ll leave the math out and keep it high level.

You essentially multiply each input by how important they are and get a final score.

The importance values you just calculated, yup - that’s the weight.

Boom - you now understand in super simple terms, what model weights are.

But this is a thread, so now let’s go deeper.
In LLMs, the weights are numbers, and those numbers are stored in - bingo, you guessed it, a file.

These numbers are stored as floats, just think - numbers with decimals and the ability to have more numbers after the decimal, like 18.23 vs just 18.

Now here’s the kinda wild part that blows some people’s minds.

The file, with all these numbers - that’s the model.

Load weights into memory, send in tokens, get outputs.

Got it? Let’s go even deeper then.
Read 7 tweets
Mar 26
I spent six months studying every verse in the KJV about hell, death, Hades, and the Lake of Fire.

What I found made me shut the Bible.

Sit in silence.

Then open it again from Genesis and start over.

Most of you have never been told what your own Bible says about the afterlife.

I'm going to fix that right now. 🧵Image
The word "hell" appears 54 times in the King James Bible.

But it's not one place.

It's five different realities. Five contexts. Five destinations.

And once you see all five, lined up, cross-referenced, chapter and verse, you will never read a single passage about death the same way again...
Sheol. The Old Testament realm of the dead.

Abraham went there. David went there. Jacob said he'd go there mourning his son.

Not fire. Not punishment.

"For thou wilt not leave my soul in hell; neither wilt thou suffer thine Holy One to see corruption." — Psalm 16:10

David wrote that. About himself. That's Sheol.
Most men skip right past it. I didn't.Image
Read 9 tweets
Mar 26
A great, great, underrated band.

The Jayhawks, "Tailspin", KEXP radio station studios, Seattle, 2015

Gary Louris (vocals/guitar)
Marc Perlman (bass)
Karen Grotberg (keyboards/voc)
Tim O'Reagan (drums/vocals)
 Kraig Johnson (guitar)

From the same session, "Save it for a rainy day".

1993, with Mark Olson still around.

"Nevada, California"

Read 20 tweets
Mar 26
1. In this June 10, 2022 video, Dr. Jonathan McGreevey (1968-2023), who worked undercover for Rod Rosenstein, issues a public challenge to Mike Flynn, accusing him of long-term political manipulation and treasonous activities.
2. McGreevey alleges that Flynn orchestrated a false flag operation involving a Maryland nuclear plant and intentionally fabricated the Russian collusion narrative to deceive both political parties.
3. McGreevy claims Flynn exploited the patriotism of his followers to fuel the events of January 6th for personal gain. According to the McGreevy, these deceptive tactics were designed to undermine the intelligence community & influence national elections through disinformation.
Read 32 tweets
Mar 26
The chaos you dealt with as a child becomes the ADHD or bipolar you develop as an adult:
Trouble holding attention, dissociating for long period of time, and unstable moods are symptoms.

Why would we have focus, attention, and emotional stability when we're angry and unsafe?
If no one ever taught you how to regulate your emotions, why would you not be impulsive?

Why would you not overspend, overeat, or drink to try to soothe your dysregulated body?
Read 10 tweets

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